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Curse of Dimensionality

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The curse of dimensionality refers to various phenomena that arise when analyzing and organizing data in high-dimensional spaces (often with hundreds or thousands of dimensions) that do not occur in low-dimensional settings such as the three-dimensional physical space of everyday experience.

http://en.wikipedia.org/wiki/Curse_of_dimensionality

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